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Generalized Planning on Transport
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100
Scale
Explicitly regularized Q-value policy (Ω^Exp.)
15.76
37.63
59.5
81.37
Mar 18, 2026
Scale
SCov
Updated 1mo ago
Evaluation Results
Method
Method
Links
Scale
SCov
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=R-GNN
2026.03
100
90.4
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=R-GNN
2026.03
100
92.7
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=OE
2026.03
100
88.6
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=OE
2026.03
100
89.7
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=OAE
2026.03
100
89.7
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=OAE
2026.03
100
89.6
State-value policy (V)
Architecture=R-GNN
2026.03
72
46.6
Vanilla Q-value policy (Q)
Architecture=OAE
2026.03
57
32.1
Vanilla Q-value policy (Q)
Architecture=R-GNN
2026.03
46
24.7
Vanilla Q-value policy (Q)
Architecture=OE
2026.03
42
23.1
State-value policy (V)
Architecture=OE
2026.03
38
20.1
State-value policy (V)
Architecture=OAE
2026.03
19
9.3
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